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Tengyu Ma

Identifiers

  • name variant Tengyu Ma 0.60 · backfill

Papers (40)

  1. Pseudo-Formalization for Automatic Proof Verification cs.LO · 2026 · author #5
  2. Scaling Self-Play with Self-Guidance cs.LG · 2026 · author #5
  3. SAM 3: Segment Anything with Concepts cs.CV · 2025 · author #12
  4. Perception Encoder: The best visual embeddings are not at the output of the network cs.CV · 2025 · author #7
  5. SAM 2: Segment Anything in Images and Videos cs.CV · 2024 · author #6
  6. What learning algorithm is in-context learning? Investigations with linear models cs.LG · 2022 · author #4
  7. An Explanation of In-context Learning as Implicit Bayesian Inference cs.CL · 2021 · author #4
  8. On the Opportunities and Risks of Foundation Models cs.LG · 2021 · author #61
  9. On the Performance of Thompson Sampling on Logistic Bandits stat.ML · 2019 · author #2
  10. Fixup Initialization: Residual Learning Without Normalization cs.LG · 2019 · author #3
  11. Approximability of Discriminators Implies Diversity in GANs cs.LG · 2018 · author #2
  12. The Toybox Dataset of Egocentric Visual Object Transformations cs.CV · 2018 · author #2
  13. Optimal Design of Process Flexibility for General Production Systems cs.DS · 2018 · author #2
  14. A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors cs.CL · 2018 · author #4
  15. Algorithmic Regularization in Over-parameterized Matrix Sensing and Neural Networks with Quadratic Activations cs.LG · 2017 · author #2
  16. Learning One-hidden-layer Neural Networks with Landscape Design cs.LG · 2017 · author #3
  17. On the Optimization Landscape of Tensor Decompositions cs.LG · 2017 · author #2
  18. Generalization and Equilibrium in Generative Adversarial Nets (GANs) cs.LG · 2017 · author #4
  19. Provable learning of Noisy-or Networks cs.LG · 2016 · author #3
  20. Identity Matters in Deep Learning cs.LG · 2016 · author #2
  21. Finding Approximate Local Minima Faster than Gradient Descent math.OC · 2016 · author #5
  22. Polynomial-time Tensor Decompositions with Sum-of-Squares cs.DS · 2016 · author #1
  23. A Non-generative Framework and Convex Relaxations for Unsupervised Learning cs.LG · 2016 · author #2
  24. Gradient Descent Learns Linear Dynamical Systems cs.LG · 2016 · author #2
  25. Provable Algorithms for Inference in Topic Models cs.LG · 2016 · author #4
  26. Matrix Completion has No Spurious Local Minimum cs.LG · 2016 · author #3
  27. Linear Algebraic Structure of Word Senses, with Applications to Polysemy cs.CL · 2016 · author #4
  28. Why are deep nets reversible: A simple theory, with implications for training cs.LG · 2015 · author #3
  29. Distributed Stochastic Variance Reduced Gradient Methods and A Lower Bound for Communication Complexity math.OC · 2015 · author #3
  30. Sum-of-Squares Lower Bounds for Sparse PCA cs.LG · 2015 · author #1
  31. Communication Lower Bounds for Statistical Estimation Problems via a Distributed Data Processing Inequality cs.LG · 2015 · author #3
  32. Decomposing Overcomplete 3rd Order Tensors using Sum-of-Squares Algorithms cs.DS · 2015 · author #2
  33. Simple, Efficient, and Neural Algorithms for Sparse Coding cs.LG · 2015 · author #3
  34. A Latent Variable Model Approach to PMI-based Word Embeddings cs.LG · 2015 · author #4
  35. On Communication Cost of Distributed Statistical Estimation and Dimensionality cs.LG · 2014 · author #2
  36. More Algorithms for Provable Dictionary Learning cs.DS · 2014 · author #4
  37. Provable Bounds for Learning Some Deep Representations cs.LG · 2013 · author #4
  38. The Simulated Greedy Algorithm for Several Submodular Matroid Secretary Problems cs.DS · 2011 · author #1
  39. On a Conjecture of Butler and Graham math.CO · 2011 · author #1
  40. A New Variation of Hat Guessing Games math.CO · 2011 · author #1

Mentions

  • 1504.05287 #2 · backfill · confidence 0.70 Tengyu Ma
  • 1503.00778 #3 · backfill · confidence 0.70 Tengyu Ma
  • 1502.03520 #4 · backfill · confidence 0.70 Tengyu Ma
  • 1405.1665 #2 · backfill · confidence 0.70 Tengyu Ma
  • 1401.0579 #4 · backfill · confidence 0.70 Tengyu Ma
  • 1310.6343 #4 · backfill · confidence 0.70 Tengyu Ma
  • 2605.20531 #5 · arxiv_oai · confidence 0.70 Tengyu Ma
  • 1107.2188 #1 · backfill · confidence 0.70 Tengyu Ma
  • 1107.2027 #1 · backfill · confidence 0.70 Tengyu Ma
  • 1101.0869 #1 · backfill · confidence 0.70 Tengyu Ma
  • 2211.15661 #4 · arxiv_oai · confidence 0.70 Tengyu Ma
  • 2111.02080 #4 · arxiv_oai · confidence 0.70 Tengyu Ma

Frequent Coauthors